Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9627264 0.8375373 0.5398521
bt 0.7797086 0.4696259 0.1742480
maxnet 0.7919318 0.4636939 NA
gam 0.7915008 0.4553958 0.2026809
glm 0.7237137 0.3753137 0.1163625

Variable Importance

Partial Dependence